As an example of what can be achieved without "image processing".
This simple script compares two images and produces a single xx.xxx% similarity figure:
#! perl -slw
GD::Image->trueColor( 1 );
my $im1 = GD::Image->new( $ARGV[ 0 ] );
my $im2 = GD::Image->new( $ARGV[ 1 ] );
my $raw1 = $im1->gd;
my $raw2 = $im2->gd;
my $xored = $raw1 ^ $raw2;
my( $all, $diff ) = (0)x2;
$all += 255, $diff += ord substr $xored, $_, 1 for 0 .. length( $xored
+ ) - 1;
print $all, ' ', $diff;
printf "The simlarity is %.3f%%\n", ( $all - $diff ) / $all * 100;
And here are the results of applying that to my previous 'problem' examples.
- The 'spot-the-differences' ballons A & B:
C:\test\xx>..\907337 ballons1.jpg ballons2.jpg
The simlarity is 90.714%
- The 'identical except slight color fade' ballons; A & A':
C:\test\xx>..\907337 ballons1.jpg ballons1a.jpg
The simlarity is 86.316%
- The two BrowserUk late period variations of "Red rectangle on white background"; X & Y:
C:\test\xx>..\907337 1.png 2.png
The simlarity is 99.901%
- And perhaps a more poignant example. MicroArray1 & MicroArray2:
C:\test\xx>..\907337 microarray1.jpg microarray2.jpg
The simlarity is 87.848%
In this example, the second microarray is just a mirror image of the first for test purposes as I couldn't find two similarly size examples. The reflection means that the registration is probably not as good as you'd expect from a true comparison, but it serves its purpose to highlight the possibilities and downsides of the technique.
The technique could be much improved with good examples and a clearer statement of requirements.
Examine what is said, not who speaks -- Silence betokens consent -- Love the truth but pardon error.
"Science is about questioning the status quo. Questioning authority".
In the absence of evidence, opinion is indistinguishable from prejudice.
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